Dataset info
| Number of variables | 15 |
|---|---|
| Number of observations | 1274900 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 154 (< 0.1%) |
| Total size in memory | 494.5 MiB |
| Average record size in memory | 406.7 B |
Variables types
| NUM | 8 |
|---|---|
| CAT | 5 |
| DATE | 1 |
| BOOL | 1 |
Reproduction info
| Date of analysis | 2020-02-18 09:16:11.107771 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
| Dataset has 154 (< 0.1%) duplicate rows | Warning |
DstAddr has a high cardinality: 634 distinct values | Warning |
dTos has 879713 (69.0%) zeros | Zeros |
Dur has 19550 (1.5%) zeros | Zeros |
SrcAddr has a high cardinality: 225 distinct values | Warning |
SrcBytes has 17444 (1.4%) zeros | Zeros |
State has a high cardinality: 58 distinct values | Warning |
sTos has 1251404 (98.2%) zeros | Zeros |
TotPkts is highly correlated with TotBytes | High Correlation |
TotBytes is highly correlated with TotPkts | High Correlation |
State is highly correlated with Dir | High Correlation |
Dir is highly correlated with State | High Correlation |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| -> | |
|---|---|
| <?> | 58084 |
| ?> | 12357 |
| <-> | 11641 |
| <- | 7 |
| Value | Count | Frequency (%) | |
| -> | 1192811 | 93.6% | |
| <?> | 58084 | 4.6% | |
| ?> | 12357 | 1.0% | |
| <-> | 11641 | 0.9% | |
| <- | 7 | < 0.1% |
Composition
| Contains chars | False |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 5 |
|---|---|
| Mean length | 4.999994509 |
| Min length | 4 |
Dport
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2327586477370773 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.063326067 |
|---|---|
| Coefficient of variation (CV) | 0.8625581895 |
| Kurtosis | 23.74640325 |
| Mean | 1.232758648 |
| Median Absolute Deviation (MAD) | 0.4397318218 |
| Skewness | 4.892853971 |
| Sum | 1571644 |
| Variance | 1.130662325 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1. 1.5 2.5 4.5 5.5 7.5 8. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 1204282 | 94.5% | |
| 5 | 11146 | 0.9% | |
| 8 | 11143 | 0.9% | |
| 7 | 10742 | 0.8% | |
| 6 | 10451 | 0.8% | |
| 3 | 10180 | 0.8% | |
| 4 | 10068 | 0.8% | |
| 2 | 6888 | 0.5% |
| Value | Count | Frequency (%) | |
| 1 | 1204282 | 94.5% | |
| 2 | 6888 | 0.5% | |
| 3 | 10180 | 0.8% | |
| 4 | 10068 | 0.8% | |
| 5 | 11146 | 0.9% |
| Value | Count | Frequency (%) | |
| 8 | 11143 | 0.9% | |
| 7 | 10742 | 0.8% | |
| 6 | 10451 | 0.8% | |
| 5 | 11146 | 0.9% | |
| 4 | 10068 | 0.8% |
| Distinct count | 634 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| 239.255.255.250 | 56385 |
|---|---|
| 36.66.107.162 | 28050 |
| 103.4.18.170 | 20800 |
| 87.106.77.193 | 19959 |
| 45.79.186.178 | 19379 |
| Other values (629) |
| Value | Count | Frequency (%) | |
| 239.255.255.250 | 56385 | 4.4% | |
| 36.66.107.162 | 28050 | 2.2% | |
| 103.4.18.170 | 20800 | 1.6% | |
| 87.106.77.193 | 19959 | 1.6% | |
| 45.79.186.178 | 19379 | 1.5% | |
| 81.88.24.211 | 19379 | 1.5% | |
| 82.165.142.107 | 19379 | 1.5% | |
| 46.163.78.94 | 19379 | 1.5% | |
| 62.75.145.252 | 19378 | 1.5% | |
| 178.79.172.45 | 19376 | 1.5% | |
| Other values (624) | 1033436 | 81.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 35 |
|---|---|
| Mean length | 13.23139305 |
| Min length | 7 |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9461345987920622 |
|---|---|
| Minimum | -1.0 |
| Maximum | 164.0 |
| Zeros | 879713 |
| Zeros (%) | 69.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 164 |
| Range | 165 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 18.44552088 |
|---|---|
| Coefficient of variation (CV) | 9.478029369 |
| Kurtosis | 70.71414942 |
| Mean | 1.946134599 |
| Median Absolute Deviation (MAD) | 4.414838723 |
| Skewness | 8.458025833 |
| Sum | 2481127 |
| Variance | 340.2372407 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -1. -0.5 4. 20. 36. 56. 76. 126. 164. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 879713 | 69.0% | |
| -1 | 374117 | 29.3% | |
| 164 | 15685 | 1.2% | |
| 40 | 3136 | 0.2% | |
| 72 | 1901 | 0.1% | |
| 32 | 171 | < 0.1% | |
| 88 | 147 | < 0.1% | |
| 80 | 27 | < 0.1% | |
| 8 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 374117 | 29.3% | |
| 0 | 879713 | 69.0% | |
| 8 | 3 | < 0.1% | |
| 32 | 171 | < 0.1% | |
| 40 | 3136 | 0.2% |
| Value | Count | Frequency (%) | |
| 164 | 15685 | 1.2% | |
| 88 | 147 | < 0.1% | |
| 80 | 27 | < 0.1% | |
| 72 | 1901 | 0.1% | |
| 40 | 3136 | 0.2% |
| Distinct count | 517021 |
|---|---|
| Unique (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 278.54504866455954 |
|---|---|
| Minimum | 0.0 |
| Maximum | 3600.0 |
| Zeros | 19550 |
| Zeros (%) | 1.5% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.000176 |
| Q1 | 0.420203 |
| median | 8.998371 |
| Q3 | 76.301514 |
| 95-th percentile | 3505.510742 |
| Maximum | 3600 |
| Range | 3600 |
| Interquartile range (IQR) | 75.881311 |
Descriptive statistics
| Standard deviation | 879.6331257 |
|---|---|
| Coefficient of variation (CV) | 3.157956424 |
| Kurtosis | 9.337380911 |
| Mean | 278.5450487 |
| Median Absolute Deviation (MAD) | 452.6495024 |
| Skewness | 3.347057964 |
| Sum | 355117082.5 |
| Variance | 773754.4359 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 2.00000000e-06 2.85000000e-05 6.15000000e-05 1.03500000e-04 ... 3.59999524e+03 3.59999670e+03 3.59999915e+03 3.59999988e+03 3.60000000e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 19550 | 1.5% | |
| 0.000158 | 1092 | 0.1% | |
| 0.000155 | 1051 | 0.1% | |
| 0.000149 | 1048 | 0.1% | |
| 0.000159 | 1047 | 0.1% | |
| 0.00015 | 1045 | 0.1% | |
| 0.000153 | 1041 | 0.1% | |
| 0.000148 | 1038 | 0.1% | |
| 0.000156 | 1026 | 0.1% | |
| 0.000147 | 1024 | 0.1% | |
| Other values (517011) | 1245938 | 97.7% |
| Value | Count | Frequency (%) | |
| 0 | 19550 | 1.5% | |
| 4e-06 | 4 | < 0.1% | |
| 5e-06 | 4 | < 0.1% | |
| 6e-06 | 3 | < 0.1% | |
| 7e-06 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3600 | 49 | < 0.1% | |
| 3599.999756 | 48 | < 0.1% | |
| 3599.999512 | 46 | < 0.1% | |
| 3599.999268 | 23 | < 0.1% | |
| 3599.999023 | 15 | < 0.1% |
Label
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 995086 | 78.1% | |
| 0 | 279814 | 21.9% |
Proto
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| tcp | |
|---|---|
| ipv6-icmp | 118979 |
| udp | 79032 |
| llc | 190 |
| 46846 | 24 |
| Other values (6) | 34 |
| Value | Count | Frequency (%) | |
| tcp | 1076641 | 84.4% | |
| ipv6-icmp | 118979 | 9.3% | |
| udp | 79032 | 6.2% | |
| llc | 190 | < 0.1% | |
| 46846 | 24 | < 0.1% | |
| rtcp | 14 | < 0.1% | |
| 47413 | 12 | < 0.1% | |
| 30718 | 2 | < 0.1% | |
| 29599 | 2 | < 0.1% | |
| 24533 | 2 | < 0.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 9 |
|---|---|
| Mean length | 3.560021963 |
| Min length | 3 |
Sport
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.499290140403168 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.292002967 |
|---|---|
| Coefficient of variation (CV) | 0.5094143509 |
| Kurtosis | -1.238124605 |
| Mean | 4.49929014 |
| Median Absolute Deviation (MAD) | 2.000552965 |
| Skewness | -0.0004479751242 |
| Sum | 5736145 |
| Variance | 5.253277599 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1. 1.5 7.5 8. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 160070 | 12.6% | |
| 5 | 159385 | 12.5% | |
| 7 | 159367 | 12.5% | |
| 3 | 159361 | 12.5% | |
| 6 | 159345 | 12.5% | |
| 4 | 159337 | 12.5% | |
| 8 | 159335 | 12.5% | |
| 2 | 158700 | 12.4% |
| Value | Count | Frequency (%) | |
| 1 | 160070 | 12.6% | |
| 2 | 158700 | 12.4% | |
| 3 | 159361 | 12.5% | |
| 4 | 159337 | 12.5% | |
| 5 | 159385 | 12.5% |
| Value | Count | Frequency (%) | |
| 8 | 159335 | 12.5% | |
| 7 | 159367 | 12.5% | |
| 6 | 159345 | 12.5% | |
| 5 | 159385 | 12.5% | |
| 4 | 159337 | 12.5% |
| Distinct count | 225 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| 10.0.2.102 | |
|---|---|
| 192.168.1.115 | 133465 |
| 192.168.1.122 | 114129 |
| 192.168.1.124 | 82916 |
| 192.168.1.121 | 80099 |
| Other values (220) |
| Value | Count | Frequency (%) | |
| 10.0.2.102 | 161551 | 12.7% | |
| 192.168.1.115 | 133465 | 10.5% | |
| 192.168.1.122 | 114129 | 9.0% | |
| 192.168.1.124 | 82916 | 6.5% | |
| 192.168.1.121 | 80099 | 6.3% | |
| 192.168.1.127 | 77092 | 6.0% | |
| 192.168.1.125 | 70581 | 5.5% | |
| 192.168.1.2 | 58068 | 4.6% | |
| 192.168.1.118 | 44508 | 3.5% | |
| 192.168.1.113 | 44244 | 3.5% | |
| Other values (215) | 408247 | 32.0% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 35 |
|---|---|
| Mean length | 13.68688917 |
| Min length | 2 |
| Distinct count | 2852 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.211170511354909 |
|---|---|
| Minimum | 0.0 |
| Maximum | 12.277700043602364 |
| Zeros | 17444 |
| Zeros (%) | 1.4% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.153291594 |
| Q1 | 5.272999559 |
| median | 6.762729507 |
| Q3 | 6.88550967 |
| 95-th percentile | 7.822044008 |
| Maximum | 12.27770004 |
| Range | 12.27770004 |
| Interquartile range (IQR) | 1.612510111 |
Descriptive statistics
| Standard deviation | 1.132518694 |
|---|---|
| Coefficient of variation (CV) | 0.1823357919 |
| Kurtosis | 10.20576629 |
| Mean | 6.211170511 |
| Median Absolute Deviation (MAD) | 0.8665148815 |
| Skewness | -2.13105179 |
| Sum | 7918621.285 |
| Variance | 1.282598591 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 2.00366659 4.05910352 4.1270043 4.158761 ... 10.2662365 10.61525953 10.80658415 10.92701362 12.27770004], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5.272999559 | 225869 | 17.7% | |
| 5.765191103 | 121148 | 9.5% | |
| 6.863803391 | 109284 | 8.6% | |
| 5.153291594 | 68635 | 5.4% | |
| 6.762729507 | 49613 | 3.9% | |
| 6.86171134 | 46063 | 3.6% | |
| 6.96979067 | 39771 | 3.1% | |
| 6.923628628 | 38813 | 3.0% | |
| 6.974478911 | 30834 | 2.4% | |
| 5.752572639 | 30473 | 2.4% | |
| Other values (2842) | 514397 | 40.3% |
| Value | Count | Frequency (%) | |
| 0 | 17444 | 1.4% | |
| 4.007333185 | 6 | < 0.1% | |
| 4.110873864 | 160 | < 0.1% | |
| 4.143134726 | 23 | < 0.1% | |
| 4.17438727 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.27770004 | 2 | < 0.1% | |
| 11.82696949 | 1 | < 0.1% | |
| 11.81362988 | 1 | < 0.1% | |
| 11.42294605 | 1 | < 0.1% | |
| 11.35561647 | 1 | < 0.1% |
StartTime
Date
| Distinct count | 1274020 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| Minimum | 1970-01-01 01:00:00 |
|---|---|
| Maximum | 1970-03-05 01:19:27.214865 |
Histogram
| Distinct count | 58 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| FSPA_FSPA | |
|---|---|
| S_ | |
| SRPA_SA | |
| SRPA_SPA | 106300 |
| FSPA_FSRPA | 95665 |
| Other values (53) |
| Value | Count | Frequency (%) | |
| FSPA_FSPA | 184710 | 14.5% | |
| S_ | 175128 | 13.7% | |
| SRPA_SA | 152375 | 12.0% | |
| SRPA_SPA | 106300 | 8.3% | |
| FSPA_FSRPA | 95665 | 7.5% | |
| MRQ | 85351 | 6.7% | |
| INT | 70411 | 5.5% | |
| FSRPA_SA | 58378 | 4.6% | |
| PA_R | 56624 | 4.4% | |
| S_RA | 53613 | 4.2% | |
| Other values (48) | 236345 | 18.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 11 |
|---|---|
| Mean length | 6.26635893 |
| Min length | 2 |
| Distinct count | 150 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6381465212957879 |
|---|---|
| Minimum | -1.0 |
| Maximum | 255.0 |
| Zeros | 1251404 |
| Zeros (%) | 98.2% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 255 |
| Range | 256 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.21568738 |
|---|---|
| Coefficient of variation (CV) | 16.00837275 |
| Kurtosis | 265.8055822 |
| Mean | 0.6381465213 |
| Median Absolute Deviation (MAD) | 1.298195917 |
| Skewness | 16.20275946 |
| Sum | 813573 |
| Variance | 104.3602687 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -1. -0.5 0.5 8.5 14.5 ... 238.5 239.5 247.5 248.5 255. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1251404 | 98.2% | |
| -1 | 17676 | 1.4% | |
| 164 | 4266 | 0.3% | |
| 40 | 717 | 0.1% | |
| 16 | 44 | < 0.1% | |
| 225 | 36 | < 0.1% | |
| 44 | 31 | < 0.1% | |
| 23 | 28 | < 0.1% | |
| 24 | 26 | < 0.1% | |
| 239 | 24 | < 0.1% | |
| Other values (140) | 648 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 17676 | 1.4% | |
| 0 | 1251404 | 98.2% | |
| 1 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 2 | < 0.1% | |
| 253 | 2 | < 0.1% | |
| 251 | 2 | < 0.1% | |
| 249 | 2 | < 0.1% | |
| 248 | 19 | < 0.1% |
| Distinct count | 5270 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.88189896993879 |
|---|---|
| Minimum | 4.007333185232471 |
| Maximum | 15.899465026055656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 4.007333185 |
|---|---|
| 5-th percentile | 5.272999559 |
| Q1 | 5.926926026 |
| median | 7.029972912 |
| Q3 | 8.010027528 |
| 95-th percentile | 8.371936179 |
| Maximum | 15.89946503 |
| Range | 11.89213184 |
| Interquartile range (IQR) | 2.083101503 |
Descriptive statistics
| Standard deviation | 1.194238167 |
|---|---|
| Coefficient of variation (CV) | 0.1735332314 |
| Kurtosis | -0.8339599688 |
| Mean | 6.88189897 |
| Median Absolute Deviation (MAD) | 1.041201863 |
| Skewness | -0.05406001906 |
| Sum | 8773732.997 |
| Variance | 1.426204799 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 4.00733319 4.05910352 4.1270043 4.158761 4.18953994 ... 13.2662611 13.26876929 13.27863093 13.42343599 15.89946503], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5.272999559 | 172265 | 13.5% | |
| 6.084499413 | 121144 | 9.5% | |
| 5.424950017 | 56622 | 4.4% | |
| 5.926926026 | 53381 | 4.2% | |
| 6.762729507 | 49530 | 3.9% | |
| 7.448916103 | 49238 | 3.9% | |
| 7.030857476 | 40380 | 3.2% | |
| 8.289539485 | 38557 | 3.0% | |
| 6.06610809 | 31808 | 2.5% | |
| 7.450660796 | 27587 | 2.2% | |
| Other values (5260) | 634388 | 49.8% |
| Value | Count | Frequency (%) | |
| 4.007333185 | 1 | < 0.1% | |
| 4.110873864 | 160 | < 0.1% | |
| 4.143134726 | 23 | < 0.1% | |
| 4.17438727 | 2 | < 0.1% | |
| 4.204692619 | 2852 | 0.2% |
| Value | Count | Frequency (%) | |
| 15.89946503 | 1 | < 0.1% | |
| 14.76333019 | 1 | < 0.1% | |
| 13.70251654 | 1 | < 0.1% | |
| 13.43290223 | 1 | < 0.1% | |
| 13.41396974 | 1 | < 0.1% |
| Distinct count | 318 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.211478535890647 |
|---|---|
| Minimum | 0.6931471805599453 |
| Maximum | 8.708804795117285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0.6931471806 |
|---|---|
| 5-th percentile | 1.098612289 |
| Q1 | 1.609437912 |
| median | 2.302585093 |
| Q3 | 2.890371758 |
| 95-th percentile | 3.401197382 |
| Maximum | 8.708804795 |
| Range | 8.015657615 |
| Interquartile range (IQR) | 1.280933845 |
Descriptive statistics
| Standard deviation | 0.7070524293 |
|---|---|
| Coefficient of variation (CV) | 0.3197193271 |
| Kurtosis | -0.4210600703 |
| Mean | 2.211478536 |
| Median Absolute Deviation (MAD) | 0.5848056383 |
| Skewness | 0.1047761614 |
| Sum | 2819413.985 |
| Variance | 0.4999231378 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.69314718 0.89587973 1.24245332 1.49786614 1.70059869 ... 6.27381951 6.30718686 6.38350093 6.68986373 8.7088048 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.945910149 | 211299 | 16.6% | |
| 1.386294361 | 189402 | 14.9% | |
| 2.397895273 | 169325 | 13.3% | |
| 2.944438979 | 119852 | 9.4% | |
| 1.098612289 | 84014 | 6.6% | |
| 2.302585093 | 72303 | 5.7% | |
| 2.995732274 | 66530 | 5.2% | |
| 2.197224577 | 61206 | 4.8% | |
| 2.890371758 | 59765 | 4.7% | |
| 1.609437912 | 57600 | 4.5% | |
| Other values (308) | 183604 | 14.4% |
| Value | Count | Frequency (%) | |
| 0.6931471806 | 19597 | 1.5% | |
| 1.098612289 | 84014 | 6.6% | |
| 1.386294361 | 189402 | 14.9% | |
| 1.609437912 | 57600 | 4.5% | |
| 1.791759469 | 3221 | 0.3% |
| Value | Count | Frequency (%) | |
| 8.708804795 | 1 | < 0.1% | |
| 7.731930722 | 1 | < 0.1% | |
| 7.299797367 | 1 | < 0.1% | |
| 7.281385664 | 1 | < 0.1% | |
| 6.716594774 | 1 | < 0.1% |
First rows
| Dir | Dport | DstAddr | dTos | Dur | Label | Proto | Sport | SrcAddr | SrcBytes | StartTime | State | sTos | TotBytes | TotPkts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -> | 1 | 00:00:00:00:00:00 | -1.0 | 0.000000 | 0 | llc | 1 | 00:00:00:00:00:00 | 4.110874 | 1970-01-01 01:00:00.000000 | INT | -1.0 | 4.110874 | 0.693147 |
| 1 | -> | 1 | ff02::1:2 | -1.0 | 3479.992676 | 0 | udp | 1 | fe80::6dd3:1409:3456:8562 | 9.126850 | 1970-01-01 01:00:06.524077 | INT | 0.0 | 9.126850 | 4.158883 |
| 2 | -> | 1 | ff02::1:ff56:8562 | -1.0 | 0.000000 | 0 | ipv6-icmp | 1 | :: | 4.369448 | 1970-01-01 01:00:06.653993 | NNS | 0.0 | 4.369448 | 0.693147 |
| 3 | -> | 1 | ff02::2 | -1.0 | 8.001393 | 0 | ipv6-icmp | 1 | fe80::6dd3:1409:3456:8562 | 5.351858 | 1970-01-01 01:00:06.654046 | NRS | 0.0 | 5.351858 | 1.386294 |
| 4 | -> | 1 | ff02::16 | -1.0 | 0.500216 | 0 | ipv6-icmp | 1 | fe80::6dd3:1409:3456:8562 | 5.198497 | 1970-01-01 01:00:06.654282 | MHR | 0.0 | 5.198497 | 1.098612 |
| 5 | <-> | 1 | 8.8.8.8 | 0.0 | 4.003234 | 1 | udp | 7 | 10.0.2.102 | 5.030438 | 1970-01-01 01:00:12.595887 | CON | 0.0 | 5.501258 | 1.386294 |
| 6 | -> | 1 | 4.4.4.4 | -1.0 | 3.004245 | 1 | udp | 7 | 10.0.2.102 | 5.433722 | 1970-01-01 01:00:13.593757 | INT | 0.0 | 5.433722 | 1.386294 |
| 7 | <-> | 1 | 8.8.8.8 | 0.0 | 0.001224 | 1 | udp | 4 | 10.0.2.102 | 4.343805 | 1970-01-01 01:00:16.599814 | CON | 0.0 | 5.198497 | 1.098612 |
| 8 | -> | 1 | ff02::1:3 | -1.0 | 0.097591 | 0 | udp | 5 | fe80::6dd3:1409:3456:8562 | 5.129899 | 1970-01-01 01:02:32.956442 | INT | 0.0 | 5.129899 | 1.098612 |
| 9 | -> | 1 | 224.0.0.252 | -1.0 | 0.097688 | 1 | udp | 8 | 10.0.2.102 | 4.859812 | 1970-01-01 01:02:32.956736 | INT | 0.0 | 4.859812 | 1.098612 |
Last rows
| Dir | Dport | DstAddr | dTos | Dur | Label | Proto | Sport | SrcAddr | SrcBytes | StartTime | State | sTos | TotBytes | TotPkts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1274890 | -> | 1 | 202.44.54.4 | 0.0 | 901.600342 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 10:19:35.747418 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274891 | -> | 1 | 202.44.54.4 | 0.0 | 901.689575 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 10:34:37.348084 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274892 | -> | 1 | ff02::1:2 | -1.0 | 3479.460693 | 0 | udp | 1 | fe80::6dd3:1409:3456:8562 | 9.126850 | 1970-01-07 10:43:59.248623 | REQ | 0.0 | 9.126850 | 4.158883 |
| 1274893 | -> | 1 | 202.44.54.4 | 0.0 | 901.442688 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 10:49:39.037949 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274894 | -> | 1 | 202.44.54.4 | 0.0 | 901.459656 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 11:04:40.480971 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274895 | -> | 1 | 202.44.54.4 | 0.0 | 901.006653 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 11:19:41.941002 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274896 | -> | 1 | 202.44.54.4 | 0.0 | 901.578491 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 11:34:42.947968 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274897 | -> | 1 | ff02::1:2 | -1.0 | 1350.547119 | 0 | udp | 1 | fe80::6dd3:1409:3456:8562 | 8.316056 | 1970-01-07 11:48:02.717418 | REQ | 0.0 | 8.316056 | 3.367296 |
| 1274898 | -> | 1 | 202.44.54.4 | 0.0 | 905.247253 | 0 | tcp | 2 | 10.0.2.102 | 6.628041 | 1970-01-07 11:49:44.526804 | RST | 0.0 | 7.206377 | 2.484907 |
| 1274899 | -> | 1 | 202.44.54.4 | 0.0 | 17.169039 | 0 | tcp | 2 | 10.0.2.102 | 6.553933 | 1970-01-07 12:04:49.751908 | FIN | 0.0 | 7.122867 | 2.302585 |